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Surface Estimation, Variable Selection, and the Nonparametric Oracle Property

Variable selection for multivariate nonparametric regression is an important, yet challenging, problem due, in part, to the infinite dimensionality of the function space. An ideal selection procedure should be automatic, stable, easy to use, and have desirable asymptotic properties. In particular, w...

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Autors principals: Storlie, Curtis B., Bondell, Howard D., Reich, Brian J., Zhang, Hao Helen
Format: Artigo
Idioma:Inglês
Publicat: 2011
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3095957/
https://ncbi.nlm.nih.gov/pubmed/21603586
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